{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:48:14Z","timestamp":1742914094973,"version":"3.40.3"},"publisher-location":"Cham","reference-count":36,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319420912"},{"type":"electronic","value":"9783319420929"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-42092-9_34","type":"book-chapter","created":{"date-parts":[[2016,6,30]],"date-time":"2016-06-30T10:02:55Z","timestamp":1467280975000},"page":"438-452","source":"Crossref","is-referenced-by-count":13,"title":["A Semantic Comparison of Clustering Algorithms for the Evaluation of Web-Based Similarity Measures"],"prefix":"10.1007","author":[{"given":"Valentina","family":"Franzoni","sequence":"first","affiliation":[]},{"given":"Alfredo","family":"Milani","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,7,1]]},"reference":[{"key":"34_CR1","doi-asserted-by":"crossref","unstructured":"Miller, G.A., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.: Introduction to WordNet: An On-line Lexical Database (1993)","DOI":"10.3115\/1075671.1075788"},{"key":"34_CR2","unstructured":"Budanitsky, A., Hirst, G.: Semantic distance in wordnet: an experimental, application-oriented evaluation of five measures. In: Proceedings of Workshop on WordNet and Other Lexical Resources, p. 641. North American Chapter of the Association for Computational Linguistics, Pittsburgh, PA, USA (2001)"},{"key":"34_CR3","first-page":"442","volume":"2","author":"V Franzoni","year":"2012","unstructured":"Franzoni, V., Milani, A.: PMING distance: a collaborative semantic proximity measure. WI-IAT 2, 442\u2013449 (2012). IEEE\/WIC\/ACM","journal-title":"WI-IAT"},{"issue":"1","key":"34_CR4","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1108\/IJWIS-11-2013-0031","volume":"10","author":"V Franzoni","year":"2014","unstructured":"Franzoni, V., Milani, A.: Heuristic semantic walk for concept chaining in collaborative networks. Int. J. Web Inf. Syst. 10(1), 85\u2013103 (2014). doi: 10.1108\/IJWIS-11-2013-0031","journal-title":"Int. J. Web Inf. Syst."},{"key":"34_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1007\/978-3-642-39649-6_46","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2013","author":"V Franzoni","year":"2013","unstructured":"Franzoni, V., Milani, A.: Heuristic semantic walk. In: Murgante, B., Misra, S., Carlini, M., Torre, C.M., Nguyen, H.-Q., Taniar, D., Apduhan, B.O., Gervasi, O. (eds.) ICCSA 2013, Part IV. LNCS, vol. 7974, pp. 643\u2013656. Springer, Heidelberg (2013)"},{"key":"34_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1007\/978-3-642-39649-6_47","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2013","author":"CHC Leung","year":"2013","unstructured":"Leung, C.H.C., Li, Y., Milani, A., Franzoni, V.: Collective evolutionary concept distance based query expansion for effective web document retrieval. In: Murgante, B., Misra, S., Carlini, M., Torre, C.M., Nguyen, H.-Q., Taniar, D., Apduhan, B.O., Gervasi, O. (eds.) ICCSA 2013, Part IV. LNCS, vol. 7974, pp. 657\u2013672. Springer, Heidelberg (2013)"},{"key":"34_CR7","unstructured":"Cilibrasi, R., Vitanyi, P.: The google similarity distance. ArXiv.org (2004)"},{"key":"34_CR8","doi-asserted-by":"crossref","unstructured":"Franzoni, V., Milani, A.: Semantic Context extraction from collaborative networks. In: IEEE International Conference on Computer Supported Cooperative Work in Design CSCWD, 2015, Italy (2015)","DOI":"10.1109\/CSCWD.2015.7230946"},{"key":"34_CR9","unstructured":"Franzoni, V., Milani, A.: Context extraction by multi-path traces in semantic networks, CEUR-WS. In: Proceedings of RR2015 Doctoral Consortium, Berlin (2015)"},{"key":"34_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1007\/978-3-319-21404-7_30","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2015","author":"V Franzoni","year":"2015","unstructured":"Franzoni, V., Leung, C.H.C., Li, Y., Mengoni, P., Milani, A.: Set similarity measures for images based on collective knowledge. In: Gervasi, O., Murgante, B., Misra, S., Gavrilova, M.L., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2015. LNCS, vol. 9155, pp. 408\u2013417. Springer, Heidelberg (2015)"},{"key":"34_CR11","doi-asserted-by":"crossref","unstructured":"Chiancone, A., Niyogi, R., et al.: Improving link ranking quality by quasi-common neighbourhood. In: 2015 IEEE CPS International Conference on Computational Science and Its Applications (2015)","DOI":"10.1109\/ICCSA.2015.19"},{"key":"34_CR12","unstructured":"Chiancone, A., Madotto, A., et al.: Multistrain bacterial model for link prediction. In: 2015 Proceedings of 11th International Conference on Natural Computation IEEE ICNC. CFP15CNC-CDR, Observation of strains. Infect Dis Ther. 3(1), 35\u201343 (2011). ISBN: 978-1-4673-7678-5"},{"key":"34_CR13","unstructured":"http:\/\/www.google.com"},{"key":"34_CR14","unstructured":"http:\/\/www.bing.com"},{"key":"34_CR15","unstructured":"http:\/\/yahoo.com"},{"key":"34_CR16","unstructured":"http:\/\/www.youtube.com"},{"key":"34_CR17","unstructured":"https:\/\/www.flickr.com"},{"key":"34_CR18","unstructured":"Franzoni, V., Milani, A., Pallottelli, S.: Multi-path traces in semantic graphs for latent knowledge elicitation. In: 2015 IEEE ICNC Proceedings of 11th International Conference on Natural Computation, CFP15CNC-CDR (2015). ISBN: 978-1-4673-7678-5"},{"key":"34_CR19","doi-asserted-by":"crossref","unstructured":"Church, K.W., Hanks, P.: Word association norms, mutual information and lexicography. In: Proceedings of ACL, vol. 27 (1989)","DOI":"10.3115\/981623.981633"},{"key":"34_CR20","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1007\/3-540-44795-4_42","volume-title":"Machine Learning: ECML 2001","author":"PD Turney","year":"2001","unstructured":"Turney, P.D.: Mining the web for synonyms: PMI-IR versus LSA on TOEFL. In: Flach, P.A., Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol. 2167, p. 491. Springer, Heidelberg (2001)"},{"key":"34_CR21","volume-title":"Fast algorithm for detecting community structure in networks","author":"MEJ Newman","year":"2003","unstructured":"Newman, M.E.J.: Fast algorithm for detecting community structure in networks. University of Michigan, MI (2003)"},{"key":"34_CR22","doi-asserted-by":"crossref","unstructured":"Matsuo, Y., Sakaki, T., Uchiyama, K., Ishizuka, M.: Graph-based word clustering using a web search engine. University of Tokio (2006)","DOI":"10.3115\/1610075.1610150"},{"key":"34_CR23","volume-title":"The Expectation-Maximization Algorithm","author":"F Dellaert","year":"2002","unstructured":"Dellaert, F.: The Expectation-Maximization Algorithm. Elsevier, New York (2002)"},{"issue":"1","key":"34_CR24","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1109\/18.61115","volume":"37","author":"J Lin","year":"1991","unstructured":"Lin, J.: Divergence measures based on the Shannon entropy. IEEE Trans. Inf. Theory 37(1), 145\u2013151 (1991)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"34_CR25","first-page":"100","volume":"28","author":"JA Hartigan","year":"1979","unstructured":"Hartigan, J.A., Wong, M.A.: Algorithm AS 136: A k-means clustering algorithm. J. Roy. Stat. Soc. 28, 100\u2013108 (1979)","journal-title":"J. Roy. Stat. Soc."},{"key":"34_CR26","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-04898-2_327","volume-title":"Kullback-Leibler Divergence: International Encyclopedia of Statistical Science","author":"JM Joyce","year":"2011","unstructured":"Joyce, J.M.: Kullback-Leibler Divergence: International Encyclopedia of Statistical Science. Springer, Heidelberg (2011)"},{"key":"34_CR27","doi-asserted-by":"crossref","unstructured":"Dhillon, I.S., Guan, Y., Kulis, B.: Kernel k-means: spectral clustering and normalized cuts. In: Proceedings of the Tenth ACM SIGKDD (2004)","DOI":"10.1145\/1014052.1014118"},{"key":"34_CR28","doi-asserted-by":"crossref","unstructured":"Pozrikidis, C.: Node degree distribution in spanning trees. J. Phys. A: Math. Theoret. 49(12) (2016)","DOI":"10.1088\/1751-8113\/49\/12\/125101"},{"key":"34_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/978-3-319-24309-2_26","volume-title":"AI*IA 2015 Advances in Artificial Intelligence","author":"E Bastianelli","year":"2015","unstructured":"Bastianelli, E., Croce, D., Basili, R., Nardi, D.: Using semantic models for robust natural language human robot interaction. In: Gavanelli, M., et al. (eds.) AI*IA 2015. LNCS, vol. 9336, pp. 343\u2013356. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-24309-2_26 . http:\/\/dx.doi.org\/10.1007\/978-3-319-24309-2"},{"key":"34_CR30","doi-asserted-by":"crossref","unstructured":"Wu, L., Hua, X.S., Yu, N., Ma, W.Y., Li, S.: Flickr Distance. In: Proceedings of Microsoft Research Asia (2008)","DOI":"10.1145\/1459359.1459364"},{"key":"34_CR31","volume-title":"Foundations of Statistical Natural Language Processing","author":"D Manning","year":"2002","unstructured":"Manning, D., Schutze, H.: Foundations of Statistical Natural Language Processing. The MIT Press, London (2002)"},{"key":"34_CR32","unstructured":"Franzoni, V., Poggioni, V., Zollo, F.: Automated book classification according to the emotional tags of the social network Zazie. In: CEUR-WS on ESSEM, AI*IA, vol. 1096, pp. 83\u201394 (2013)"},{"key":"34_CR33","doi-asserted-by":"publisher","unstructured":"Franzoni, V., Leung, C.H.C., Li, Y., Milani, A., Pallottelli, S.: Context-based image semantic similarity. In: 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Zhangjiajie, pp. 1280\u20131284 (2015). doi: 10.1109\/FSKD.2015.7382127","DOI":"10.1109\/FSKD.2015.7382127"},{"key":"34_CR34","doi-asserted-by":"publisher","unstructured":"Chiancone, A., Franzoni, V., Li, Y., Markov, K., Milani, A.: Leveraging zero tail in neighbourhood based link prediction. In: 2015 IEEE\/WIC\/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), vol. 3, pp. 135\u2013139 (2015). doi: 10.1109\/WI-IAT.2015.129","DOI":"10.1109\/WI-IAT.2015.129"},{"key":"34_CR35","doi-asserted-by":"publisher","unstructured":"Franzoni, V., Milani, A.: A Pheromone-like model for semantic context extraction from collaborative networks. In: 2015 IEEE\/WIC\/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Singapore, pp. 540\u2013547 (2015). doi: 10.1109\/WI-IAT.2015.21","DOI":"10.1109\/WI-IAT.2015.21"},{"key":"34_CR36","unstructured":"Di Iorio, A., Schaerf, M.: Identification semantics for an organization establishing a digital library system. In: Risse, T., Predoiu, L., N\u00fcrnberger, A., Ross, S. (eds.) Proceedings of the 4th International Workshop on Semantic Digital Archives (SDA 2014) Co-located with the International Digital Libraries Conference (DL 2014), vol. 1306, London, UK, September 12, 2014, pp. 16\u201327. CEUR-WS.org (2014). http:\/\/ceur-ws.org\/Vol-1306"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2016"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-42092-9_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,2]],"date-time":"2022-07-02T13:03:14Z","timestamp":1656766994000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-42092-9_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319420912","9783319420929"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-42092-9_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}